Stepping towards the industrial Sixth Sense

Dorneau, Bogdan, Heshmat, Mohamed, Mohamed, Abdelrahim, Ruan, Hang, Gao, Yang, Xiao, Pei and Arellano-Garcia, Harvey (2020) Stepping towards the industrial Sixth Sense In: The 30th European Symposium on Computer Aided Process Engineering, May 24th-27th 2020, Milan, Italy.

Preview

Text ESCAPE Paper.pdf - Version of Record Download (540kB) | Preview

Abstract

This contribution introduces the development of an intelligent monitoring and control framework for chemical processes, integrating the advantages of Industry 4.0 technologies, cooperative control and fault detection via wireless sensor networks. Using information on the process’ structure and behaviour, equipment information, and expert knowledge, the system is able to detect faults. The integration with the monitoring system facilitates the detection and optimises the controller’s actions. The results indicate that the proposed approach achieves high fault detection accuracy based on plant measurements, while the cooperative controllers improve the control of the process.

Item Type:	Conference or Workshop Item (Conference Paper)
Divisions :	Faculty of Engineering and Physical Sciences > Electronic Engineering
Authors :	Name Email ORCID Dorneau, Bogdan Heshmat, Mohamed Mohamed, Abdelrahim abdelrahim.mohamed@surrey.ac.uk Ruan, Hang h.ruan@surrey.ac.uk Gao, Yang Yang.Gao@surrey.ac.uk Xiao, Pei P.Xiao@surrey.ac.uk Arellano-Garcia, Harvey h.arellano-garcia@surrey.ac.uk
Date :	8 January 2020
Copyright Disclaimer :	© 2020 Elsevier B.V. All rights reserved.
Uncontrolled Keywords :	fault detection, wireless sensor networks, cooperative control, Industry 4.0
Depositing User :	James Marshall
Date Deposited :	11 Feb 2020 13:14
Last Modified :	24 May 2020 02:08
URI:	http://epubs.surrey.ac.uk/id/eprint/853716

Actions (login required)

View Item

Downloads